{"id":"W3141296776","doi":"10.1136/bmj.n645","title":"Deranged liver function in pregnancy","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Pregnancy; Headaches; Liver function tests; Abdomen; Abdominal pain; Gestation; Physical examination; Emergency department; Liver function; Vomiting; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002482767,0.0002026112,0.0002454699,0.0009015356,0.0004750197,0.0003513088,0.000150025,0.0003567551,0.0025215],"category_scores_gemma":[0.00228991,0.0001834491,0.0001124799,0.0007916489,0.0001929654,0.0002445639,0.0002178589,0.0005945269,0.0002807902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003452578,"about_ca_system_score_gemma":0.0002781938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562861,"about_ca_topic_score_gemma":0.003081919,"domain_scores_codex":[0.9997956,0.00006231757,0.00002446224,0.00002140662,0.0000395508,0.00005670602],"domain_scores_gemma":[0.9995238,0.0001873976,0.0001149989,0.00002032746,0.00004065521,0.0001129067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005759242,0.0001905356,0.8966073,0.0001304362,0.00002304729,0.07655648,0.001276207,0.00006573069,0.001768138,0.0001714276,0.001454899,0.0211798],"study_design_scores_gemma":[0.00001532692,0.000620797,0.9172543,0.0001422653,0.00002804616,0.07685305,0.0009136628,0.00006415024,0.0005543987,0.000119171,0.003419526,0.00001517776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813243,0.007052366,0.00008557676,0.001045709,0.00007149729,0.00003345883,0.0003101457,0.00001346361,0.01006362],"genre_scores_gemma":[0.9965126,0.00240833,0.00007246278,0.0001626652,0.00004618872,0.000008161567,0.0001102738,0.000001845599,0.0006775179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003562861,"threshold_uncertainty_score":0.00843519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078055799160267,"score_gpt":0.2950355454377049,"score_spread":0.2542549874461022,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}